AI Product Strategy
Clarify opportunities, design user journeys, and scope roadmap-ready initiatives grounded in measurable impact.
- Discovery workshops
- Feasibility & risk assessments
- Proof-of-value prototypes
AI Software Development Studio
Delivering reliable AI products for ambitious teams.
I partner with companies to design, build, and launch AI-powered software that ships to production—and keeps improving.
- 6+ years building production-grade systems
- End-to-end strategy, engineering, and MLOps
- On-demand lead engineer, product squad or team augmentation
Recent wins
- AI Document Processing Platform Speeded up and reduced error rate of PDF documents analysis by using RAG and GPT-4 based assistants.
- Disease Progression Estimation Tool Combined clinical data with patient-reported outcomes to predict disease progression.
- Football Pitch Analysis Service Created an AI platform for analyzing football players' performance.
Core services
Build the right AI experience—then scale it with confidence.
Applied Machine Learning
Ship dependable ML systems, leveraging LLMs, classical ML, and data pipelines tuned for production.
- Model design & evaluation
- Retrieval-augmented generation
- Responsible AI guardrails
Full-Stack Engineering
Deliver end-to-end web, mobile, and API experiences that integrate seamlessly with your stack.
- Architecture & DevOps
- Product delivery pods
- Launch & ongoing iteration
How we work
Proven process to move from idea to measurable outcomes.
Every engagement is shaped to your product goals. The framework below keeps momentum high, clarifies stakeholders, and ensures we launch features that matter.
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01
Discover & define
Align on objectives, users, and success metrics through focused workshops, audits, and data exploration.
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02
Design & validate
Prototype core flows, test with your team, and finalize technical approach before heavy investment.
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03
Build & integrate
Deliver production-ready AI services, user interfaces, and infrastructure with automated quality gates.
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04
Launch & evolve
Ship with confidence, monitor outcomes, and iterate with a roadmap that keeps compounding value.
Selected work
Meaningful impact across industries.
Self-hosted AI Assistant with a RAG
Deployed a secure conversational agent with retrieval-augmented generation that made reading the documentation fatser and easier.
Intelligent Document Processing Platform
Built a platform for automating document processing and data extraction.
Prostate Cancer Metastasis and Time to Biochemical Recurrence Prediction
Created models to predict metastasis and recurrence, enabling earlier interventions and personalized treatment plans.
Need a pragmatic AI partner?
Let’s scope your next milestone and assemble the right mix of strategy, engineering, and delivery muscle.
Meet Kamil
Fractional AI leader with full-stack execution chops.
I’m an AI software developer who has led initiatives from prototype to scaled production across startups and innovation teams. From data architecture to user experience, I help teams deliver AI features that win trust.
- Hands-on builder across Python and cloud-native stacks
- Experience standing up ML platforms, MLOps pipelines, and evaluation frameworks
- Collaborative partner fluent with product, design, and executive teams
7+
Products launched
$15M
Value unlocked for clients
2
Patents co-authored
Start a project
Let’s scope the AI outcome you’re aiming for.
Answer a few prompts so I can prep a focused plan before our discovery call.
- Expect a reply within one business day.
- Typical kickoff within two weeks.
- Fractional leadership, delivery pods, or advisory.
Prefer async? Share docs or Loom links below and I’ll come prepared.